Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33092
Adaptive Rfid Positioning System Using Signal Level Matrix
Authors: Ching-Sheng Wang, Xin-Mao Huang, Ming-Yu Hung
Abstract:
In this paper, we present a method named Signal Level Matrix (SLM) which can improve the accuracy and stability of active RFID indoor positioning system. Considering the accuracy and cost, we use uniform distribution mode to set up and separate the overlapped signal covering areas, in order to achieve preliminary location setting. Then, based on the proposed SLM concept and the characteristic of the signal strength value that attenuates as the distance increases, this system cross-examines the distribution of adjacent signals to locate the users more accurately. The experimental results indicate that the adaptive positioning method proposed in this paper could improve the accuracy and stability of the positioning system effectively and satisfyingly.Keywords: RFID positioning, localization, indoor, location-aware.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1072092
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2651References:
[1] Jeffrey Hightower and Gaetano Borriello, " SpotON: An Indoor 3D Location Sensing Technology Based on RF Signal Strength" , Proceedings of the UW CSE Technical Report, #2000-02-02, February 18, 2000, pp.1- 16.
[2] Ni, L.M., Liu, Y. and Patil, A.P. (2003) " LANDMARC: indoor location sensing using active RFID" , Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom- 03), Fort Worth, Texas, pp.407- 415.
[3] Yiyang Zhao, Yunhao Liu, and Lionel M. Ni, " VIRE: Active RFID-based Localization Using Virtual Reference Elimination" , Proceedings of the 2007 International Conference on Parallel Processing, IEEE Computer Society, XiAn, China, September, pp. 10-14.
[4] P. Krishnan, A.S. Krishnakumar, W.H. Ju, C. Mallows, and S. Ganu, " A System for LEASE: Location Estimation Assisted by Stationary Emitters for Indoor RF Wireless Networks" , Proceedings of IEEE INFOCOM 2004, Mar. 2004, pp. 1001-1011.
[5] Jin, G-Y., Lu, X-Y. and Park, M-S. (2006) " An indoor localization mechanism using active RFID tag" , Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC- 06), Taichung, Taiwan ,Vol. 1, pp.40- 43.
[6] Shih, S-T., Hsieh, K. and Chen, P-Y. (2006) " An improvement approach of indoor location sensing using active RFID" , Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC- 06), Vol. 2, pp.453- 456.
[7] Chih-Chao Yang, " A RFID-Based Location Sensing Mechanism" , Institute of Information Management, National Chiao Tung University, Thesis, June 2005.
[8] Zong-Wei Jian, " Indoor Positioning Algorithm for RFID System" , Department of Electrical Engineering and Computer Science, National Taiwan Ocean University, Thesis, June 2005.
[9] Xuejing Jiang,Ye Liu, Xiaolei Wang ," Ehanced Approach of Indoor Location Sensing Using Active RFID" , Proceedings of DOI 10.1109/ICIE. vol. 1, pp.169-172.
[10] Huang Yihua, Lv Shilei, Liu Zongyuan, Jun Wang, Jun Shi ," The Topology Analysis of Reference Tags of RFID Indoor Location System" , Proceedings of the 2009 3rd IEEE International Conference on Digital Ecosystems and Technologies Turkey, 1- 3 June, pp.313- 317.
[11] Chai-Hao ChangÒÇüWei-Cheng Lin , " The Research of Active RFID with Ultrasound for Positioning and Path Planning" , I-SHOU University M.S. Thesis , 2009.
[12] Ching-Sheng Wang, Chun-Hong Huang, Yong-Si Chen, and Li-Jie Zheng," An Implementation of Positioning System in Indoor Environment based on Active RFID" , The Second IEEE International Conference on Ubi-media Computing, Taipei, Taiwan, Dec. 2009., pp. 1-6.
[13] César Benavente-Peces, V├¡ctor Manuel Moracho-Oliva, Alfonso Dom├¡nguez-Garc├¡a,Manuel Lugilde-Rodr├¡guez, " Global System for Location and Guidance of Disabled People: indoor and outdoor technologies integration: indoor and outdoor technologies integration" , Proceedings of the IEEE 802.11p1609 Networks, pp.370 - 375.
[14] Kun-Ming Yu, Ming-Gong Lee, Chien-Tung Liao, Hung-Jui Lin, " Design and Implementation of a RFID Based Real-Time Location-aware System in Clean Room" , Proceedings of the 2009 IEEEDOI 10.1109/ISPA pp.382 - 388.